Parametric approaches
Given an explicit (full) model of disease, estimate all parameters (or some parameters, e.g. beta/R0 only assuming others known from independent sources) by fitting to disease dynamics
Immediately related elementsHow this works
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Controlling Infectious Diseases »Controlling Infectious Diseases
Research Questions »Research Questions
Open mathematical/computational problems? »Open mathematical/computational problems?
Statistical Methods for model selection and parameter estimation »Statistical Methods for model selection and parameter estimation
Parametric approaches
Household models »Household models
Least-squares fitting »Least-squares fitting
Maximum likelihood estimation »Maximum likelihood estimation
Methods incorporating both process and observation error »Methods incorporating both process and observation error
Sensitive to model misspecification »Sensitive to model misspecification
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